Tag Archives: confirmation bias

It Isn’t Just In MAGA-World

Random Blogging, Uncategorized, ,

Let’s be honest: believing the people who tell you what you want to hear is a trait shared by all humans–Left, Right and Center. There’s a reason researchers study  confirmation bias–the current terminology for what we used to call “cherry-picking the facts.”

Just one recent example: MAGA folks who are frantic to believe that Joe Biden is just as corrupt as Donald Trump (okay, maybe not quite that corrupt…) have latched onto a report issued by James Comer, a Republican House member determined to find something to support that accusation. Unfortunately, as TNR (among many other media outlets) has reported, there just isn’t anything that we might call “evidence” to support that desired belief.

The House GOP accused Joe Biden and his family on Wednesday of engaging in business with foreign entities—but were unable to provide any actual evidence linking the president to any wrongdoing.

House Oversight Committee Chair James Comer released a 65-page memo detailing a sprawling investigation into Biden and some of his relatives, particularly his son Hunter Biden. Nowhere in the massive document was there a specific allegation of a crime committed by Biden or any of his relatives.

During a press conference explaining the investigation, Comer was asked if he had evidence directly linking Biden to corruption. The Kentucky Republican hemmed and hawed but ultimately admitted he didn’t.

It’s easy enough to see confirmation bias at work when a commenter to this blog “cites” to Comer, a lawmaker who has publicly admitted that he “intuited” misbehavior by the Biden family, despite the fact that even Fox “News” personalities have admitted that there’s no there there. But it isn’t only folks on the Right who engage in confirmation bias–and the strength of that human impulse to cherry-pick is about to get a test on steroids.

Researchers have recently warned about the likely misuse of AI--artificial intelligence–in producing misleading and dishonest political campaigns

Computer engineers and tech-inclined political scientists have warned for years that cheap, powerful artificial intelligence tools would soon allow anyone to create fake images, video and audio that was realistic enough to fool voters and perhaps sway an election.

The synthetic images that emerged were often crude, unconvincing and costly to produce, especially when other kinds of misinformation were so inexpensive and easy to spread on social media. The threat posed by AI and so-called deepfakes always seemed a year or two away.

No more.

Sophisticated generative AI tools can now create cloned human voices and hyper-realistic images, videos and audio in seconds, at minimal cost. When strapped to powerful social media algorithms, this fake and digitally created content can spread far and fast and target highly specific audiences, potentially taking campaign dirty tricks to a new low.

The implications for the 2024 campaigns and elections are as large as they are troubling: Generative AI can not only rapidly produce targeted campaign emails, texts or videos, it also could be used to mislead voters, impersonate candidates and undermine elections on a scale and at a speed not yet seen.

“We’re not prepared for this,” warned A.J. Nash, vice president of intelligence at the cybersecurity firm ZeroFox. “To me, the big leap forward is the audio and video capabilities that have emerged. When you can do that on a large scale, and distribute it on social platforms, well, it’s going to have a major impact.”

Some of the ways in which AI can mislead voters include the production of automated robocall messages that use a (simulated) candidate’s voice and instruct voters to cast their ballots on the wrong date, or phony audio recordings that sound as if a candidate was expressing racist views– AI can easily produce video footage showing someone giving a speech or interview that they never gave. It would be especially simple for AI to fake images designed to look like local news reports making a variety of false claims….The possibilities are endless. And what happens if an international entity — a cybercriminal or a nation state — impersonates someone?

AI-generated political disinformation already has gone viral online ahead of the 2024 election, from a doctored video of Biden appearing to give a speech attacking transgender people to AI-generated images of children supposedly learning satanism in libraries.

If we have trouble now knowing who or what to believe, today’s confusion over what constitutes “fact” and what doesn’t is about to be eclipsed by the coming creation of a world largely invented by digital liars employing tools we’ve never before encountered.

If regulators can’t figure out how to address the dangers inherent in this new technology–and quickly!– artificial intelligence plus confirmation bias may just put the end to whatever remains of America’s rational self-government.

 

 

When–And Why–Facts Don’t Matter

Public Policy and Governance, , ,

One of the abiding frustrations of contemporary life is the widespread resistance to facts–people’s rejection of probative evidence that X is true and Y (no matter how desirable) is not.

Perhaps I’ve just been paying closer attention as I’ve aged, but it certainly seems to me that the prevalence of disinformation and outright lies characterizing American political life has become a bigger problem ever since the appearance of Fox News and MAGA Republicanism.

We’re about to enter a two-year period where GOP whack jobs like Jim Jordan conduct fact-free (or at least, fact-distorted) Congressional “investigations” into everything from Hunter Biden’s laptop to Anthony Fauci.  Reports from this year’s Climate Summit remind us that we have yet to make many of the changes necessary to combat climate change–a delay attributable in part to the climate deniers who for years refused to accept what science (and the evidence of their eyes) was telling them. Anti-vaccine lunacy has been responsible for thousands of deaths.

Other examples are too numerous to list.

The problem is, our form of government owes its philosophical basis to the Enlightenment–and if the Enlightenment prioritized anything, it was empiricism–the search for and analysis of falsifiable evidence–as a critical method to understand the world we inhabit.

When public officials occupy different realities, governance becomes impossible.For that matter, if people resist believing what their senses  and investigations are telling them, the entire edifice of civilization crumbles.

In 2017, a New Yorker article titled “Why Facts Don’t Change Our Minds” explored both the importance of separating fact from fiction, and the reasons contemporary humans seem to be incapable of doing so. The article began by describing studies conducted at Stanford that attempted to understand the stubborn staying power of people’s initial impressions. In the experiments, even total refutation of the subjects’ initial beliefs was insufficient to make them change their minds.

The Stanford studies became famous. Coming from a group of academics in the nineteen-seventies, the contention that people can’t think straight was shocking. It isn’t any longer. Thousands of subsequent experiments have confirmed (and elaborated on) this finding. As everyone who’s followed the research—or even occasionally picked up a copy of Psychology Today—knows, any graduate student with a clipboard can demonstrate that reasonable-seeming people are often totally irrational. Rarely has this insight seemed more relevant than it does right now. Still, an essential puzzle remains: How did we come to be this way?

How indeed?

In a book titled “The Enigma of Reason, ” a couple of cognitive scientists tried to answer that question. They pointed out that “reason is an evolved trait, like bipedalism or three-color vision. It emerged on the savannas of Africa, and has to be understood in that context.”

The basic argument is that human beings’ biggest advantage is our ability to coöperate.  Reason, they posit, “developed not to enable us to solve abstract, logical problems or even to help us draw conclusions from unfamiliar data; rather, it developed to resolve the problems posed by living in collaborative groups.”

Think about it. If the capacity for reason developed to allow humans to generate sound judgments, it would be hard to conceive of a more serious design flaw than confirmation bias. After all, an inaccurate view of reality is a significant threat to survival. But here we are, and here–still–is confirmation bias. The authors concluded that it must have some adaptive function related to our “hypersociability,” and that it may actually have evolved to prevent us from getting screwed by other members of our group.

Living in small bands of hunter-gatherers, our ancestors were primarily concerned with their social standing, and with making sure that they weren’t the ones risking their lives on the hunt while others loafed around in the cave. There was little advantage in reasoning clearly, while much was to be gained from winning arguments…

Among the many, many issues our forebears didn’t worry about were the deterrent effects of capital punishment and the ideal attributes of a firefighter. Nor did they have to contend with fabricated studies, or fake news, or Twitter. It’s no wonder, then, that today reason often seems to fail us… the environment changed too quickly for natural selection to catch up.”

The article goes on to describe two other books dealing with the ways we contemporary humans encounter–and dismiss– facts. (For one thing, we all believe we understand far more than we actually do–a deficit that becomes clear when we are asked for detailed information.) It’s a fascinating, albeit somewhat depressing, read.

Bottom line: For those of us who want public policies to be based on sound evidence and facts, the literature is not reassuring.

 

 

What Pictures Do And Don’t Tell Us

Random Blogging, ,

As we head into what promises (threatens?) to be a pivotal year for American democratic governance, we do so in an environment unlike any that we have previously occupied. The “disinformation” industry has really come into its own over the past several years–filling the void that has been created by the near-demise of local journalism, and taking advantage of the enormous influence of social media.

The most recent weapons against facts and accuracy are visual: “deep fakes” in which the alterations are nearly impossible to detect. The influence of those fabrications on people who have lived in a world where “seeing is believing” is difficult to predict.

In a recent article from Axios Future, philosophers considered the challenge presented by deep fakes.

One possibility they considered: Technology might “erode the evidentiary value of video and audio” with the result that we begin seeing them the way we now see drawings or paintings —  rather than as factual records. In that case, all bets are off.

As the article put it,

Normally, when you receive new information, you decide whether or not to believe it in part based on how much you trust the person telling you.

“But there are cases where evidence for something is so strong that it overrides these social effects,” says Cailin O’Connor, a philosopher at UC Irvine. For decades, those cases have included video and audio evidence.

These recordings have been “backstops,” Rini says. But we’re hurtling toward a crisis that could quickly erode our ability to rely on them, leaving us leaning only on the reputation of the messenger.

One huge implication is that people may be less likely to avoid bad behavior if they know they can later disavow a recording of their mischief.

Just think how technological advances in deep fakes can affect political campaigns.

Just in time for the presidential election, the Brookings Institution shares news about a new technique for making deep fakes, invented by Israeli researchers.  It creates highly realistic videos by substituting the face of another individual for the person who is really speaking.

Unlike previous methods, this one works on any two people without extensive, iterated focus on their faces, cutting hours or even days from previous deepfake processes without the need for expensive hardware. Because the Israeli researchers have released their model publicly—a move they justify as essential for defense against it—the proliferation of this cheap and easy deep fake technology appears inevitable.

Can videos of Joe Biden using the “n word” or Bernie Sanders vowing fidelity to communism be far behind? As the Brookings article notes,

If AI is reaching the point where it will be virtually impossible to detect audio and video representations of people saying things they never said (and even doing things they never did), seeing will no longer be believing, and we will have to decide for ourselves—without reliable evidence—whom or what to believe. Worse, candidates will be able to dismiss accurate but embarrassing representations of what they say are fakes, an evasion that will be hard to disprove.

In our incredibly polarized political environment, the temptation to “cherry pick” information–to give in to the very human impulse to engage in confirmation bias–is already strong. We are rapidly approaching a time when technology will be able to hand partisans a plausible reason to disbelieve inconvenient news about a preferred candidate, while giving others desired “evidence” about an opponent’s flaws.

We can also predict that a political party willing to employ gerrymandering, vote suppression and a wide variety of political “dirty tricks” will not hesitate to use these tools.

Uncharted territory, indeed…..

Constructing Our Own Realities

Education / Youth, Free Speech, , ,

In the mid-1990s, as part of the publisher’s effort to promote my first book (“What’s a Nice Republican Girl Like Me Doing at the ACLU?”), I was booked onto a call-in radio show in South Carolina. Belatedly, I found that the show I was on followed Rush Limbaugh; the calls that came in reflected that audience.

I vividly remember one of those calls. The country had been going through one of those periodic arguments about whether the religion clauses of the First Amendment preclude  posting religious texts–specifically, the Christian version of the Ten Commandments– on the walls of public buildings. (It does.)

The caller argued that the Founders would have had no problem with such practices, because “James Madison said we are giving the Bill of Rights to people who live by the Ten Commandments.” This supposed quotation had been circling through rightwing organizations; as I explained to the caller, not only had it been rebutted by Madison scholars, the statement was dramatically inconsistent with everything we know Madison did say. At which point the caller yelled, “Well, I think he said it!” and hung up.

This exchange occurred before the Internet, before Facebook, Twitter and other social media facilitated our ability to fashion our own realities. I recount it because it illustrates how desperately many of us–probably most of us–look for evidence that supports our biases and beliefs.(As the Simon and Garfunkel song says, “man hears what he wants to hear and disregards the rest.”)

What brought this exchange to mind was a column in the Washington Post by Ralph Peters, a commentator who has just left Fox News.

As I wrote in an internal Fox memo, leaked and widely disseminated, I declined to renew my contract as Fox News’s strategic analyst because of the network’s propagandizing for the Trump administration. Today’s Fox prime-time lineup preaches paranoia, attacking processes and institutions vital to our republic and challenging the rule of law.

Four decades ago, as a U.S. Army second lieutenant, I took an oath to “support and defend the Constitution.” In moral and ethical terms, that oath never expires. As Fox’s assault on our constitutional order intensified, spearheaded by its after-dinner demagogues, I had no choice but to leave.

Peters, who is very politically conservative, says the network was once an outlet for responsible conservatism (an assertion with which we might take issue), but has become an intellectually-dishonest propaganda source. There is a good deal of evidence that Fox has always been more interested in delivering Republican talking points than in objective reporting; what Peters is reacting to may simply be the outlet’s increasingly blatant partisanship. The age of Trump isn’t noted for subtlety.

Fox bears a considerable amount of the blame for creating an environment in which voters prefer spin and propaganda to objective fact, science and evidence. Its influence is waning now, as television channels and internet offerings proliferate, and as its older audience dies off, but America will be dealing with the damage it has inflicted for many more years.

That said, the basic challenge we face isn’t new. Voters have always “cherry picked” information. Confirmation bias didn’t suddenly appear in response to Fox or Facebook.

Fox’s business plan was explicitly focused upon providing ideologically compatible “news” to an “underserved” Republican audience. (Less-well-known Sinclair Broadcasting is equally dishonest.) My caller, back in the mid-1990s, may have gotten his misinformation from books by “historian” David Barton, who made his money giving fundamentalist Christians a version of history more to their liking. There will always be ethically-challenged entrepreneurs willing to make a buck pandering to our fears and prejudices.

The question is: what can we do about it? How do we counter propaganda effectively, without doing violence to free speech and the First Amendment? The only answer I can come up with is better civic and news literacy education, but that will take time and a commitment to revitalize the public education that Trump and DeVos are trying to dismantle.

It’s a conundrum.

Fox And Its Friends

Random Blogging, , ,

Both the New York Times and the Washington Post have reported the acrimonious departure of Fox News commentator and author Ralph Peters from that cable channel. As the Post described the resignation,

Commentator and author Ralph Peters isn’t just closing the door on his career at Fox News Channel. He’s slamming it right off the hinges.

In a blistering goodbye email, Peters, a retired Army lieutenant colonel who commented on military affairs, called Fox “a mere propaganda machine for a destructive and ethically ruinous administration.” He described President Trump as being “terrified” of Russian president Vladi­mir Putin.

Peters accused Fox of assaulting America’s constitutional order, undermining the rule of law, and “fostering corrosive and unjustified paranoia among viewers.”

Peters had been associated with Fox for ten years, and it’s hard not to wonder what took him so long to recognize the cable channel’s business plan, which has always depended upon pandering to the biases of conservative viewers, no matter how much that required doing violence to accurate reporting–but I suppose it’s better late than never.

Although Peters didn’t use the word “treason” in the blistering email he sent to the organization, the implication was hard to ignore.

When prime-time hosts — who have never served our country in any capacity — dismiss facts and empirical reality to launch profoundly dishonest attacks on the FBI, the Justice Department, the courts, the intelligence community (in which I served) and, not least, a model public servant and genuine war hero such as Robert Mueller — all the while scaremongering with lurid warnings of ‘deep-state’ machinations — I cannot be part of the same organization, even at a remove. To me, Fox News is now wittingly harming our system of government for profit.

Previously during his ten-year stint as a Fox commentator,  Peters said that his producers had never given him a script, or instructed him what to say. In the past year, however, as questions  about the possibility of collusion between Trump’s campaign and Russia continued to gain salience, Fox refused to let him comment on the topic, despite the fact that he has considerable relevant expertise. (He was a former intelligence officer.)

There has been a good deal of research by political scientists into the operation of “confirmation bias”–a very human trait we all share to some degree. Fox–along with talk radio demagogues and outlets like Breitbart and InfoWars–intentionally feeds conservatives’ desire to see their beliefs confirmed by “news.” (At the other end of the spectrum, “Addicting Info,” “Occupy” and others provide similar grist for liberal true believers, but research suggests that their influence pales in comparison with Fox.)

Here in a nutshell (no pun intended) is the dilemma of a liberal democracy committed to the principle of free speech. The marketplace of ideas must be open to all–ideologues and cranks as well as thoughtful commentators and accurate journalists. That means the consumers in that marketplace must be discriminating, in the best sense of that word. They must be able to separate the wheat from the chaff. And in a country where civic and news literacy are low, consumers are more likely to “buy” substandard or counterfeit  products.

I’m glad Peters finally figured out that Fox cares more about profit than patriotism, more about ratings than reality. Somehow, however, I doubt that his departure will prompt many loyal viewers to change the channel.  Confirmation bias may be more addictive than cocaine.